Robust errant beam prognostics with conditional modeling for particle accelerators
Conditional Models to handle data drifts due to changes in beam configuration changes at SNS accelerator.
rajput-k.
Conditional Models to handle data drifts due to changes in beam configuration changes at SNS accelerator.
This paper presents a conditional variational autoencoder (CVAE) approach for predicting high-voltage converter module (HVCM) faults in the SNS accelerator. The multi-module …